Kaggle ITBench - SRE: leaderboard
SRE score from IBM's ITBench on Kaggle: the percentage score (0-100, higher is better) on its site-reliability-engineering scenarios, in which an agent diagnoses and mitigates incidents. The 13-model board moves in steps of 6.25 points, so small differences are single scenarios.
Metric: Score (%). Source: www.kaggle.com. Saturation forecast: Around February 2027. 13 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.5 Flash | 50 | #255 |
| 2 | Gemini 3 Pro (Preview) | 50 | #71 |
| 3 | O3 | 50 | #132 |
| 4 | GPT-5 | 43.75 | #105 |
| 5 | GPT-5.1 | 43.75 | #145 |
| 6 | Claude Haiku 4.5 | 37.5 | #287 |
| 7 | Claude Opus 4.5 | 37.5 | #87 |
| 8 | Gemini 2.5 Pro | 31.25 | #159 |
| 9 | Grok 4.1 Fast (Reasoning) | 31.25 | #227 (Grok 4.1 Fast) |
| 10 | Claude Sonnet 4.5 | 25 | #148 |
| 11 | Qwen 3 235B A22B 2507 Instruct | 18.75 | #315 |
| 12 | Mistral Small 3.1 | 12.5 | #623 |
| 13 | DeepSeek R1 0528 | 0 | #232 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=kaggle-itbench-sre · How It Works · Data refreshed daily, snapshot 2026-11-05.